Hybrid K-Means and Improved Group Search optimization Methods for Data Clustering.
Luciano D. S. PacíficoTeresa Bernarda LudermirPublished in: IJCNN (2018)
Keyphrases
- data clustering
- optimization methods
- k means
- clustering algorithm
- optimization method
- cluster analysis
- spectral clustering
- optimization problems
- unsupervised learning
- deterministic annealing
- search space
- stochastic methods
- simulated annealing
- search algorithm
- search methods
- efficient optimization
- rough k means
- clustering ensemble
- real world
- fuzzy c means
- global optimization
- clustering quality
- duplicate detection
- constrained clustering
- expectation maximization
- semi supervised
- high dimensional